Naejang means the internal organs. Gukbap means rice and soup. Naejang gukbap is soup of internal organs like liver, intestines, etc with rice. It may sounds and seems strange for you but you will like it and crave for it as soon as you have a taste of it.
Doesn't it look delicious? I had this soup with soondae and soondae gukbap.